Overview
Dataset statistics
| Number of variables | 7 |
|---|---|
| Number of observations | 2426 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 151.6 KiB |
| Average record size in memory | 64.0 B |
Variable types
| DateTime | 1 |
|---|---|
| TimeSeries | 6 |
Timeseries statistics
| Number of series | 6 |
|---|---|
| Time series length | 2426 |
| Starting point | 2010-01-04 00:00:00 |
| Ending point | 2019-08-26 00:00:00 |
| Period | 1 day, 10 hours and 50 minutes |
adj close is highly overall correlated with close and 4 other fields | High correlation |
close is highly overall correlated with adj close and 4 other fields | High correlation |
high is highly overall correlated with adj close and 4 other fields | High correlation |
low is highly overall correlated with adj close and 4 other fields | High correlation |
open is highly overall correlated with adj close and 4 other fields | High correlation |
volume is highly overall correlated with adj close and 4 other fields | High correlation |
adj close is non stationary | Non stationary |
close is non stationary | Non stationary |
high is non stationary | Non stationary |
low is non stationary | Non stationary |
open is non stationary | Non stationary |
volume is non stationary | Non stationary |
adj close is seasonal | Seasonal |
close is seasonal | Seasonal |
high is seasonal | Seasonal |
low is seasonal | Seasonal |
open is seasonal | Seasonal |
volume is seasonal | Seasonal |
Date has unique values | Unique |
Reproduction
| Analysis started | 2026-02-02 00:37:56.861201 |
|---|---|
| Analysis finished | 2026-02-02 00:37:59.845013 |
| Duration | 2.98 seconds |
| Software version | ydata-profiling vv4.18.1 |
| Download configuration | config.json |
Variables
Date
Date
Unique
| Distinct | 2426 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 37.9 KiB |
| Minimum | 2010-01-04 00:00:00 |
|---|---|
| Maximum | 2019-08-26 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
adj close
Numeric time series
High correlation Non stationary Seasonal
| Distinct | 2054 |
|---|---|
| Distinct (%) | 84.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.079246 |
|---|---|
| Minimum | 26.209999 |
| Maximum | 113.93 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 37.9 KiB |
Quantile statistics
| Minimum | 26.209999 |
|---|---|
| 5-th percentile | 42.184999 |
| Q1 | 52.002501 |
| median | 73.825001 |
| Q3 | 93.879997 |
| 95-th percentile | 104.7 |
| Maximum | 113.93 |
| Range | 87.720001 |
| Interquartile range (IQR) | 41.877496 |
Descriptive statistics
| Standard deviation | 22.081763 |
|---|---|
| Coefficient of variation (CV) | 0.3021619 |
| Kurtosis | -1.3861088 |
| Mean | 73.079246 |
| Median Absolute Deviation (MAD) | 21.08 |
| Skewness | -0.029753084 |
| Sum | 177290.25 |
| Variance | 487.60428 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.6168924029 |
Gap statistics
| number of gaps | 503 |
|---|---|
| min | 3 days |
| max | 5 days |
| mean | 3 days, 3 hours and 11 minutes |
| std | 8 hours, 18 minutes and 9.91 seconds |
| Value | Count | Frequency (%) |
| 44.65999985 | 6 | 0.2% |
| 53.90000153 | 4 | 0.2% |
| 93.95999908 | 4 | 0.2% |
| 88.91000366 | 3 | 0.1% |
| 100.5899963 | 3 | 0.1% |
| 98.66999817 | 3 | 0.1% |
| 97.76999664 | 3 | 0.1% |
| 97.01000214 | 3 | 0.1% |
| 93.87999725 | 3 | 0.1% |
| 102.5899963 | 3 | 0.1% |
| Other values (2044) | 2391 |
| Value | Count | Frequency (%) |
| 26.20999908 | 1 | |
| 26.54999924 | 1 | |
| 27.45000076 | 1 | |
| 27.94000053 | 1 | |
| 28.45999908 | 1 | |
| 29.04000092 | 1 | |
| 29.42000008 | 1 | |
| 29.44000053 | 1 | |
| 29.53000069 | 1 | |
| 29.63999939 | 1 |
| Value | Count | Frequency (%) |
| 113.9300003 | 1 | |
| 113.5199966 | 1 | |
| 112.8600006 | 1 | |
| 112.7900009 | 1 | |
| 112.7600021 | 1 | |
| 112.2900009 | 1 | |
| 112.2799988 | 1 | |
| 112.2099991 | 1 | |
| 111.4499969 | 1 | |
| 111.0500031 | 1 |
close
Numeric time series
High correlation Non stationary Seasonal
| Distinct | 2054 |
|---|---|
| Distinct (%) | 84.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.079246 |
|---|---|
| Minimum | 26.209999 |
| Maximum | 113.93 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 37.9 KiB |
Quantile statistics
| Minimum | 26.209999 |
|---|---|
| 5-th percentile | 42.184999 |
| Q1 | 52.002501 |
| median | 73.825001 |
| Q3 | 93.879997 |
| 95-th percentile | 104.7 |
| Maximum | 113.93 |
| Range | 87.720001 |
| Interquartile range (IQR) | 41.877496 |
Descriptive statistics
| Standard deviation | 22.081763 |
|---|---|
| Coefficient of variation (CV) | 0.3021619 |
| Kurtosis | -1.3861088 |
| Mean | 73.079246 |
| Median Absolute Deviation (MAD) | 21.08 |
| Skewness | -0.029753084 |
| Sum | 177290.25 |
| Variance | 487.60428 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.6168924029 |
Gap statistics
| number of gaps | 503 |
|---|---|
| min | 3 days |
| max | 5 days |
| mean | 3 days, 3 hours and 11 minutes |
| std | 8 hours, 18 minutes and 9.91 seconds |
| Value | Count | Frequency (%) |
| 44.65999985 | 6 | 0.2% |
| 53.90000153 | 4 | 0.2% |
| 93.95999908 | 4 | 0.2% |
| 88.91000366 | 3 | 0.1% |
| 100.5899963 | 3 | 0.1% |
| 98.66999817 | 3 | 0.1% |
| 97.76999664 | 3 | 0.1% |
| 97.01000214 | 3 | 0.1% |
| 93.87999725 | 3 | 0.1% |
| 102.5899963 | 3 | 0.1% |
| Other values (2044) | 2391 |
| Value | Count | Frequency (%) |
| 26.20999908 | 1 | |
| 26.54999924 | 1 | |
| 27.45000076 | 1 | |
| 27.94000053 | 1 | |
| 28.45999908 | 1 | |
| 29.04000092 | 1 | |
| 29.42000008 | 1 | |
| 29.44000053 | 1 | |
| 29.53000069 | 1 | |
| 29.63999939 | 1 |
| Value | Count | Frequency (%) |
| 113.9300003 | 1 | |
| 113.5199966 | 1 | |
| 112.8600006 | 1 | |
| 112.7900009 | 1 | |
| 112.7600021 | 1 | |
| 112.2900009 | 1 | |
| 112.2799988 | 1 | |
| 112.2099991 | 1 | |
| 111.4499969 | 1 | |
| 111.0500031 | 1 |
high
Numeric time series
High correlation Non stationary Seasonal
| Distinct | 1999 |
|---|---|
| Distinct (%) | 82.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 74.025371 |
|---|---|
| Minimum | 27.48 |
| Maximum | 114.83 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 37.9 KiB |
Quantile statistics
| Minimum | 27.48 |
|---|---|
| 5-th percentile | 43.02 |
| Q1 | 52.852499 |
| median | 74.810001 |
| Q3 | 94.707499 |
| 95-th percentile | 105.605 |
| Maximum | 114.83 |
| Range | 87.350002 |
| Interquartile range (IQR) | 41.855 |
Descriptive statistics
| Standard deviation | 22.126455 |
|---|---|
| Coefficient of variation (CV) | 0.29890368 |
| Kurtosis | -1.3972899 |
| Mean | 74.025371 |
| Median Absolute Deviation (MAD) | 21.184998 |
| Skewness | -0.02961347 |
| Sum | 179585.55 |
| Variance | 489.58003 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.6207466623 |
Gap statistics
| number of gaps | 503 |
|---|---|
| min | 3 days |
| max | 5 days |
| mean | 3 days, 3 hours and 11 minutes |
| std | 8 hours, 18 minutes and 9.91 seconds |
| Value | Count | Frequency (%) |
| 46.52999878 | 5 | 0.2% |
| 94.63999939 | 4 | 0.2% |
| 97.81999969 | 4 | 0.2% |
| 48.20000076 | 4 | 0.2% |
| 46.40999985 | 4 | 0.2% |
| 53.43000031 | 4 | 0.2% |
| 48.74000168 | 4 | 0.2% |
| 52.77999878 | 4 | 0.2% |
| 86.37000275 | 4 | 0.2% |
| 92.87999725 | 4 | 0.2% |
| Other values (1989) | 2385 |
| Value | Count | Frequency (%) |
| 27.47999954 | 1 | |
| 28.57999992 | 1 | |
| 29.21999931 | 1 | |
| 29.65999985 | 1 | |
| 30.20999908 | 1 | |
| 30.25 | 1 | |
| 30.61000061 | 1 | |
| 30.72999954 | 1 | |
| 31.18000031 | 1 | |
| 31.37999916 | 1 |
| Value | Count | Frequency (%) |
| 114.8300018 | 1 | |
| 114.1800003 | 1 | |
| 113.9700012 | 1 | |
| 113.4800034 | 1 | |
| 113.4599991 | 1 | |
| 113.4000015 | 1 | |
| 113.2200012 | 1 | |
| 113.1800003 | 1 | |
| 112.6399994 | 1 | |
| 112.4800034 | 1 |
low
Numeric time series
High correlation Non stationary Seasonal
| Distinct | 2034 |
|---|---|
| Distinct (%) | 83.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.070932 |
|---|---|
| Minimum | 26.049999 |
| Maximum | 112.25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 37.9 KiB |
Quantile statistics
| Minimum | 26.049999 |
|---|---|
| 5-th percentile | 41.4475 |
| Q1 | 51.0225 |
| median | 72.57 |
| Q3 | 92.944998 |
| 95-th percentile | 103.865 |
| Maximum | 112.25 |
| Range | 86.200001 |
| Interquartile range (IQR) | 41.922498 |
Descriptive statistics
| Standard deviation | 21.949091 |
|---|---|
| Coefficient of variation (CV) | 0.30454846 |
| Kurtosis | -1.3790155 |
| Mean | 72.070932 |
| Median Absolute Deviation (MAD) | 20.879999 |
| Skewness | -0.027402992 |
| Sum | 174844.08 |
| Variance | 481.7626 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.5919736637 |
Gap statistics
| number of gaps | 503 |
|---|---|
| min | 3 days |
| max | 5 days |
| mean | 3 days, 3 hours and 11 minutes |
| std | 8 hours, 18 minutes and 9.91 seconds |
| Value | Count | Frequency (%) |
| 96.26000214 | 4 | 0.2% |
| 96.51000214 | 4 | 0.2% |
| 92.86000061 | 4 | 0.2% |
| 88.20999908 | 3 | 0.1% |
| 96.37000275 | 3 | 0.1% |
| 95.20999908 | 3 | 0.1% |
| 82.29000092 | 3 | 0.1% |
| 85.41999817 | 3 | 0.1% |
| 95.33999634 | 3 | 0.1% |
| 85.11000061 | 3 | 0.1% |
| Other values (2024) | 2393 |
| Value | Count | Frequency (%) |
| 26.04999924 | 1 | |
| 26.19000053 | 1 | |
| 26.95000076 | 1 | |
| 27.23999977 | 1 | |
| 27.73999977 | 1 | |
| 27.87000084 | 1 | |
| 28.20999908 | 1 | |
| 28.70000076 | 1 | |
| 28.72999954 | 1 | |
| 29.04999924 | 1 |
| Value | Count | Frequency (%) |
| 112.25 | 1 | |
| 111.6900024 | 1 | |
| 111.1200027 | 1 | |
| 111.0800018 | 1 | |
| 111 | 1 | |
| 110.8199997 | 1 | |
| 110.7099991 | 1 | |
| 110.3000031 | 1 | |
| 110.1100006 | 1 | |
| 109.1100006 | 1 |
open
Numeric time series
High correlation Non stationary Seasonal
| Distinct | 2011 |
|---|---|
| Distinct (%) | 82.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.099307 |
|---|---|
| Minimum | 27.299999 |
| Maximum | 113.89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 37.9 KiB |
Quantile statistics
| Minimum | 27.299999 |
|---|---|
| 5-th percentile | 42.075001 |
| Q1 | 52.049999 |
| median | 73.905003 |
| Q3 | 93.887499 |
| 95-th percentile | 104.8 |
| Maximum | 113.89 |
| Range | 86.59 |
| Interquartile range (IQR) | 41.8375 |
Descriptive statistics
| Standard deviation | 22.063146 |
|---|---|
| Coefficient of variation (CV) | 0.30182428 |
| Kurtosis | -1.3870611 |
| Mean | 73.099307 |
| Median Absolute Deviation (MAD) | 21.065002 |
| Skewness | -0.029825797 |
| Sum | 177338.92 |
| Variance | 486.78242 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.6313748916 |
Gap statistics
| number of gaps | 503 |
|---|---|
| min | 3 days |
| max | 5 days |
| mean | 3 days, 3 hours and 11 minutes |
| std | 8 hours, 18 minutes and 9.91 seconds |
| Value | Count | Frequency (%) |
| 99.19999695 | 5 | 0.2% |
| 93.48999786 | 5 | 0.2% |
| 97.30000305 | 4 | 0.2% |
| 49.31000137 | 4 | 0.2% |
| 66.62000275 | 4 | 0.2% |
| 95.79000092 | 4 | 0.2% |
| 45.65000153 | 3 | 0.1% |
| 82.44000244 | 3 | 0.1% |
| 92.88999939 | 3 | 0.1% |
| 99.76000214 | 3 | 0.1% |
| Other values (2001) | 2388 |
| Value | Count | Frequency (%) |
| 27.29999924 | 1 | |
| 27.34000015 | 1 | |
| 28.32999992 | 1 | |
| 28.35000038 | 1 | |
| 28.36000061 | 1 | |
| 29.07999992 | 1 | |
| 29.13999939 | 1 | |
| 29.20000076 | 1 | |
| 29.71999931 | 1 | |
| 29.75 | 1 |
| Value | Count | Frequency (%) |
| 113.8899994 | 1 | |
| 113.2799988 | 1 | |
| 113.1299973 | 1 | |
| 112.9800034 | 1 | |
| 112.8199997 | 1 | |
| 112.3399963 | 1 | |
| 112.1500015 | 1 | |
| 111.8899994 | 1 | |
| 111.3700027 | 1 | |
| 110.6800003 | 1 |
volume
Numeric time series
High correlation Non stationary Seasonal
| Distinct | 2419 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 415995.67 |
|---|---|
| Minimum | 48516 |
| Maximum | 1311000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 37.9 KiB |
Quantile statistics
| Minimum | 48516 |
|---|---|
| 5-th percentile | 150813.5 |
| Q1 | 253342 |
| median | 350919.5 |
| Q3 | 560700.5 |
| 95-th percentile | 806918 |
| Maximum | 1311000 |
| Range | 1262484 |
| Interquartile range (IQR) | 307358.5 |
Descriptive statistics
| Standard deviation | 212443.45 |
|---|---|
| Coefficient of variation (CV) | 0.51068668 |
| Kurtosis | 0.07966965 |
| Mean | 415995.67 |
| Median Absolute Deviation (MAD) | 129060.5 |
| Skewness | 0.82276374 |
| Sum | 1.0092055 × 109 |
| Variance | 4.5132219 × 1010 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.2434870995 |
Gap statistics
| number of gaps | 503 |
|---|---|
| min | 3 days |
| max | 5 days |
| mean | 3 days, 3 hours and 11 minutes |
| std | 8 hours, 18 minutes and 9.91 seconds |
| Value | Count | Frequency (%) |
| 226343 | 2 | 0.1% |
| 317997 | 2 | 0.1% |
| 132427 | 2 | 0.1% |
| 895643 | 2 | 0.1% |
| 598836 | 2 | 0.1% |
| 297522 | 2 | 0.1% |
| 250038 | 2 | 0.1% |
| 476988 | 1 | < 0.1% |
| 568839 | 1 | < 0.1% |
| 564846 | 1 | < 0.1% |
| Other values (2409) | 2409 |
| Value | Count | Frequency (%) |
| 48516 | 1 | |
| 51877 | 1 | |
| 65666 | 1 | |
| 83702 | 1 | |
| 84627 | 1 | |
| 90824 | 1 | |
| 91398 | 1 | |
| 92780 | 1 | |
| 93130 | 1 | |
| 95270 | 1 |
| Value | Count | Frequency (%) |
| 1311000 | 1 | |
| 1253566 | 1 | |
| 1182327 | 1 | |
| 1173581 | 1 | |
| 1147389 | 1 | |
| 1136232 | 1 | |
| 1135440 | 1 | |
| 1124959 | 1 | |
| 1108052 | 1 | |
| 1095643 | 1 |
Interactions
Correlations
| adj close | close | high | low | open | volume | |
|---|---|---|---|---|---|---|
| adj close | 1.000 | 1.000 | 0.999 | 0.999 | 0.997 | -0.601 |
| close | 1.000 | 1.000 | 0.999 | 0.999 | 0.997 | -0.601 |
| high | 0.999 | 0.999 | 1.000 | 0.999 | 0.999 | -0.595 |
| low | 0.999 | 0.999 | 0.999 | 1.000 | 0.999 | -0.606 |
| open | 0.997 | 0.997 | 0.999 | 0.999 | 1.000 | -0.599 |
| volume | -0.601 | -0.601 | -0.595 | -0.606 | -0.599 | 1.000 |
Missing values
Sample
| Date | adj close | close | high | low | open | volume | |
|---|---|---|---|---|---|---|---|
| 2010-01-04 | 2010-01-04 | 81.510002 | 81.510002 | 81.680000 | 79.629997 | 79.629997 | 263542 |
| 2010-01-05 | 2010-01-05 | 81.769997 | 81.769997 | 82.000000 | 80.949997 | 81.629997 | 258887 |
| 2010-01-06 | 2010-01-06 | 83.180000 | 83.180000 | 83.519997 | 80.849998 | 81.430000 | 370059 |
| 2010-01-07 | 2010-01-07 | 82.660004 | 82.660004 | 83.360001 | 82.260002 | 83.199997 | 246632 |
| 2010-01-08 | 2010-01-08 | 82.750000 | 82.750000 | 83.470001 | 81.800003 | 82.650002 | 310377 |
| 2010-01-11 | 2010-01-11 | 82.519997 | 82.519997 | 83.949997 | 81.959999 | 82.879997 | 296304 |
| 2010-01-12 | 2010-01-12 | 80.790001 | 80.790001 | 82.339996 | 79.910004 | 82.070000 | 333866 |
| 2010-01-13 | 2010-01-13 | 79.650002 | 79.650002 | 80.669998 | 78.370003 | 80.059998 | 401627 |
| 2010-01-14 | 2010-01-14 | 79.389999 | 79.389999 | 80.360001 | 78.919998 | 79.629997 | 275404 |
| 2010-01-15 | 2010-01-15 | 78.000000 | 78.000000 | 79.309998 | 77.699997 | 79.199997 | 200555 |
| Date | adj close | close | high | low | open | volume | |
|---|---|---|---|---|---|---|---|
| 2019-08-13 | 2019-08-13 | 57.099998 | 57.099998 | 57.470001 | 54.209999 | 54.730000 | 783486 |
| 2019-08-14 | 2019-08-14 | 55.230000 | 55.230000 | 56.849998 | 53.970001 | 56.740002 | 718293 |
| 2019-08-15 | 2019-08-15 | 54.470001 | 54.470001 | 55.330002 | 53.770000 | 54.900002 | 527866 |
| 2019-08-16 | 2019-08-16 | 54.869999 | 54.869999 | 55.669998 | 54.259998 | 54.740002 | 168345 |
| 2019-08-19 | 2019-08-19 | 56.209999 | 56.209999 | 56.410000 | 54.840000 | 54.959999 | 113571 |
| 2019-08-20 | 2019-08-20 | 56.340000 | 56.340000 | 56.599998 | 55.279999 | 56.099998 | 659258 |
| 2019-08-21 | 2019-08-21 | 55.680000 | 55.680000 | 57.130001 | 55.549999 | 56.049999 | 704035 |
| 2019-08-22 | 2019-08-22 | 55.349998 | 55.349998 | 56.459999 | 54.849998 | 55.939999 | 621573 |
| 2019-08-23 | 2019-08-23 | 54.169998 | 54.169998 | 55.599998 | 53.240002 | 55.349998 | 807151 |
| 2019-08-26 | 2019-08-26 | 53.639999 | 53.639999 | 55.259998 | 52.959999 | 53.250000 | 679022 |